Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 1.616231 2.044685 2.631683 3.535683 4.980004 7.390592 12.284378
2025-08-03 1.062160 1.473538 2.130723 3.377089 6.075628 13.291252 49.788249
2025-08-10 0.835164 1.229149 1.927121 3.474292 7.851877 28.198114 1665.096017
2025-08-17 0.710449 1.093357 1.829016 3.691725 10.561415 81.363892 NaN
2025-08-24 0.609449 0.965281 1.686623 3.693088 12.861875 290.452413 NaN
2025-08-31 0.525813 0.847806 1.523072 3.521768 14.211177 1606.269859 NaN
2025-09-07 0.481615 0.795703 1.486186 3.722805 19.181262 NaN NaN
2025-09-14 0.437852 0.735324 1.410655 3.743511 23.604242 NaN NaN
2025-09-21 0.396409 0.672540 1.312252 3.616314 26.399943 NaN NaN
2025-09-28 0.364304 0.624467 1.239771 3.554805 30.719986 NaN NaN
2025-10-05 0.352752 0.618322 1.275647 4.009156 55.202140 NaN NaN
2025-10-12 0.336415 0.598932 1.269989 4.276663 92.402491 NaN NaN
2025-10-19 0.314642 0.564972 1.216426 4.262884 126.792520 NaN NaN
2025-10-26 0.291335 0.524932 1.137279 4.052026 140.040335 NaN NaN
2025-11-02 0.277351 0.504912 1.114613 4.178655 250.540052 NaN NaN
2025-11-09 0.267379 0.493011 1.114325 4.464716 781.155969 NaN NaN
2025-11-16 0.253870 0.471052 1.077288 4.466493 1911.920548 NaN NaN
2025-11-23 0.238474 0.443050 1.015672 4.240803 2317.676883 NaN NaN
2025-11-30 0.231214 0.434156 1.015571 4.505782 NaN NaN NaN
2025-12-07 0.221514 0.418246 0.988773 4.533184 NaN NaN NaN
2025-12-14 0.210402 0.397873 0.943380 4.365172 NaN NaN NaN
2025-12-21 0.201184 0.381540 0.909707 4.284210 NaN NaN NaN
2025-12-28 0.199536 0.384107 0.942973 4.886585 NaN NaN NaN